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I checked behing like a little girl and won the hand.

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From my past experience if people online have a good hand they are firing at you on the river, not checking or they'll fire if they miss a draw. Checking is if they have a semi/weak hand or if they just feel the need to give up the pot with you because they are done with trying to bluff at it.